Overview

Dataset Statistics

Number of Variables 70
Number of Rows 34053
Missing Cells 70551
Missing Cells (%) 3.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 20.1 MB
Average Row Size in Memory 619.0 B
Variable Types
  • DateTime: 1
  • Numerical: 62
  • Categorical: 6
  • GeoGraphy: 1

Dataset Insights

WEC: ava. Power and WEC: ava. Available P force majeure reasons have similar distributions Similar Distribution
WEC: ava. available P from wind and WEC: ava. available P technical reasons have similar distributions Similar Distribution
WEC: ava. available P from wind and WEC: ava. Available P force external reasons have similar distributions Similar Distribution
WEC: ava. available P technical reasons and WEC: ava. Available P force external reasons have similar distributions Similar Distribution
Sys 1 inverter 1 cabinet temp. and Sys 1 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 5 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 1 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 1 cabinet temp. and Fan inverter cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 2 cabinet temp. and Fan inverter cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 3 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Pitch cabinet blade A temp. and Pitch cabinet blade B temp. have similar distributions Similar Distribution
Rotor temp. 1 and Rotor temp. 2 have similar distributions Similar Distribution
Stator temp. 1 and Stator temp. 2 have similar distributions Similar Distribution
Nacelle ambient temp. 1 and Nacelle ambient temp. 2 have similar distributions Similar Distribution
Nacelle temp. and Main carrier temp. have similar distributions Similar Distribution
Time_x has 553 (1.62%) missing values Missing
Error has 553 (1.62%) missing values Missing
WEC: ava. windspeed has 553 (1.62%) missing values Missing
WEC: max. windspeed has 553 (1.62%) missing values Missing
WEC: min. windspeed has 553 (1.62%) missing values Missing
WEC: ava. Rotation has 553 (1.62%) missing values Missing
WEC: max. Rotation has 553 (1.62%) missing values Missing
WEC: min. Rotation has 553 (1.62%) missing values Missing
WEC: ava. Power has 553 (1.62%) missing values Missing
WEC: max. Power has 553 (1.62%) missing values Missing
WEC: min. Power has 553 (1.62%) missing values Missing
WEC: ava. Nacel position including cable twisting has 553 (1.62%) missing values Missing
WEC: Operating Hours has 553 (1.62%) missing values Missing
WEC: Production kWh has 553 (1.62%) missing values Missing
WEC: Production minutes has 553 (1.62%) missing values Missing
WEC: ava. reactive Power has 553 (1.62%) missing values Missing
WEC: max. reactive Power has 553 (1.62%) missing values Missing
WEC: min. reactive Power has 553 (1.62%) missing values Missing
WEC: ava. available P from wind has 553 (1.62%) missing values Missing
WEC: ava. available P technical reasons has 553 (1.62%) missing values Missing
WEC: ava. Available P force majeure reasons has 553 (1.62%) missing values Missing
WEC: ava. Available P force external reasons has 553 (1.62%) missing values Missing
WEC: ava. blade angle A has 553 (1.62%) missing values Missing
Sys 1 inverter 1 cabinet temp. has 553 (1.62%) missing values Missing
Sys 1 inverter 2 cabinet temp. has 553 (1.62%) missing values Missing
Sys 1 inverter 3 cabinet temp. has 553 (1.62%) missing values Missing
Sys 1 inverter 4 cabinet temp. has 553 (1.62%) missing values Missing
Sys 1 inverter 5 cabinet temp. has 553 (1.62%) missing values Missing
Sys 1 inverter 6 cabinet temp. has 553 (1.62%) missing values Missing
Sys 1 inverter 7 cabinet temp. has 553 (1.62%) missing values Missing
Sys 2 inverter 1 cabinet temp. has 553 (1.62%) missing values Missing
Sys 2 inverter 2 cabinet temp. has 553 (1.62%) missing values Missing
Sys 2 inverter 3 cabinet temp. has 553 (1.62%) missing values Missing
Sys 2 inverter 4 cabinet temp. has 553 (1.62%) missing values Missing
Sys 2 inverter 5 cabinet temp. has 553 (1.62%) missing values Missing
Sys 2 inverter 6 cabinet temp. has 553 (1.62%) missing values Missing
Sys 2 inverter 7 cabinet temp. has 553 (1.62%) missing values Missing
Spinner temp. has 553 (1.62%) missing values Missing
Front bearing temp. has 553 (1.62%) missing values Missing
Rear bearing temp. has 553 (1.62%) missing values Missing
Pitch cabinet blade A temp. has 553 (1.62%) missing values Missing
Pitch cabinet blade B temp. has 553 (1.62%) missing values Missing
Pitch cabinet blade C temp. has 553 (1.62%) missing values Missing
Blade A temp. has 553 (1.62%) missing values Missing
Blade B temp. has 553 (1.62%) missing values Missing
Blade C temp. has 553 (1.62%) missing values Missing
Rotor temp. 1 has 553 (1.62%) missing values Missing
Rotor temp. 2 has 553 (1.62%) missing values Missing
Stator temp. 1 has 553 (1.62%) missing values Missing
Stator temp. 2 has 553 (1.62%) missing values Missing
Nacelle ambient temp. 1 has 553 (1.62%) missing values Missing
Nacelle ambient temp. 2 has 553 (1.62%) missing values Missing
Nacelle temp. has 553 (1.62%) missing values Missing
Nacelle cabinet temp. has 553 (1.62%) missing values Missing
Main carrier temp. has 553 (1.62%) missing values Missing
Rectifier cabinet temp. has 553 (1.62%) missing values Missing
Yaw inverter cabinet temp. has 553 (1.62%) missing values Missing
Fan inverter cabinet temp. has 553 (1.62%) missing values Missing
Ambient temp. has 553 (1.62%) missing values Missing
Tower temp. has 553 (1.62%) missing values Missing
Control cabinet temp. has 553 (1.62%) missing values Missing
Transformer temp. has 553 (1.62%) missing values Missing
RTU: ava. Setpoint 1 has 553 (1.62%) missing values Missing
Inverter averages has 553 (1.62%) missing values Missing
Inverter std dev has 553 (1.62%) missing values Missing
Settlement Point Price has 553 (1.62%) missing values Missing
Revenue has 553 (1.62%) missing values Missing
Time_y has 33500 (98.38%) missing values Missing
Time_x is skewed Skewed
Error is skewed Skewed
WEC: min. windspeed is skewed Skewed
WEC: ava. Rotation is skewed Skewed
WEC: min. Rotation is skewed Skewed
WEC: ava. Power is skewed Skewed
WEC: max. Power is skewed Skewed
WEC: min. Power is skewed Skewed
WEC: Production minutes is skewed Skewed
WEC: ava. reactive Power is skewed Skewed
WEC: max. reactive Power is skewed Skewed
WEC: min. reactive Power is skewed Skewed
WEC: ava. available P from wind is skewed Skewed
WEC: ava. available P technical reasons is skewed Skewed
WEC: ava. Available P force majeure reasons is skewed Skewed
WEC: ava. Available P force external reasons is skewed Skewed
WEC: ava. blade angle A is skewed Skewed
Sys 1 inverter 2 cabinet temp. is skewed Skewed
Sys 1 inverter 5 cabinet temp. is skewed Skewed
Sys 1 inverter 6 cabinet temp. is skewed Skewed
Pitch cabinet blade A temp. is skewed Skewed
Rotor temp. 1 is skewed Skewed
Rotor temp. 2 is skewed Skewed
Stator temp. 2 is skewed Skewed
Transformer temp. is skewed Skewed
RTU: ava. Setpoint 1 is skewed Skewed
Inverter std dev is skewed Skewed
Settlement Point Price is skewed Skewed
Revenue is skewed Skewed
Time_y is skewed Skewed
Sys 2 inverter 6 cabinet temp. has constant value "0.0" Constant
Sys 2 inverter 6 cabinet temp. has constant length 3 Constant Length
Fault has constant length 2 Constant Length
WEC: ava. Nacel position including cable twisting has 18296 (53.73%) negatives Negatives
WEC: ava. reactive Power has 512 (1.5%) negatives Negatives
WEC: min. reactive Power has 1308 (3.84%) negatives Negatives
Error has 33417 (98.13%) zeros Zeros
WEC: ava. Rotation has 2496 (7.33%) zeros Zeros
WEC: min. Rotation has 3615 (10.62%) zeros Zeros
WEC: ava. Power has 4522 (13.28%) zeros Zeros
WEC: max. Power has 4277 (12.56%) zeros Zeros
WEC: min. Power has 6053 (17.78%) zeros Zeros
WEC: ava. reactive Power has 4310 (12.66%) zeros Zeros
WEC: max. reactive Power has 4188 (12.3%) zeros Zeros
WEC: min. reactive Power has 5194 (15.25%) zeros Zeros
WEC: ava. available P from wind has 1740 (5.11%) zeros Zeros
WEC: ava. available P technical reasons has 1999 (5.87%) zeros Zeros
WEC: ava. Available P force majeure reasons has 4158 (12.21%) zeros Zeros
WEC: ava. Available P force external reasons has 1740 (5.11%) zeros Zeros
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  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15

Variables


DateTime

datetime

Distinct Count 6041.0695
Approximate Unique (%) 17.7%
Missing 0
Missing (%) 0.0%
Memory Size 544848
Minimum 2014-05-01 01:59:00
Maximum 2015-01-15 23:09:20

Time_x

numerical

Approximate Distinct Count 33488
Approximate Unique (%) 100.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 1.4095e+09
Minimum 1.3989e+09
Maximum 1.4201e+09
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Time_x is skewed right (γ1 = 0.0047)

Quantile Statistics

Minimum 1.3989e+09
5-th Percentile 1.4e+09
Q1 1.4042e+09
Median 1.4095e+09
Q3 1.4149e+09
95-th Percentile 1.419e+09
Maximum 1.4201e+09
Range 2.1167e+07
IQR 1.0613e+07

Descriptive Statistics

Mean 1.4095e+09
Standard Deviation 6.1093e+06
Variance 3.7323e+13
Sum 4.7219e+13
Skewness 0.004709
Kurtosis -1.1955
Coefficient of Variation 0.004334
  • Time_x is not normally distributed (p-value 1.712838888119419e-22)

Error

numerical

Approximate Distinct Count 11
Approximate Unique (%) 0.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 0.2756
Minimum 0
Maximum 246
Zeros 33417
Zeros (%) 98.1%
Negatives 0
Negatives (%) 0.0%
  • Error is skewed right (γ1 = 31.3312)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 246
Range 246
IQR 0

Descriptive Statistics

Mean 0.2756
Standard Deviation 7.4747
Variance 55.8709
Sum 9234
Skewness 31.3312
Kurtosis 1013.8561
Coefficient of Variation 27.1174
  • Error is not normally distributed (p-value 4.226755913713964e-25)

WEC: ava. windspeed

numerical

Approximate Distinct Count 226
Approximate Unique (%) 0.7%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 6.5359
Minimum 0
Maximum 25
Zeros 37
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. windspeed is skewed right (γ1 = 0.7598)

Quantile Statistics

Minimum 0
5-th Percentile 1.9
Q1 4
Median 6.2
Q3 8.4
95-th Percentile 12.8
Maximum 25
Range 25
IQR 4.4

Descriptive Statistics

Mean 6.5359
Standard Deviation 3.3823
Variance 11.4402
Sum 218951.7
Skewness 0.7598
Kurtosis 0.8414
Coefficient of Variation 0.5175
  • WEC: ava. windspeed is not normally distributed (p-value 0.0035025808043933327)
  • WEC: ava. windspeed has 637 outliers

WEC: max. windspeed

numerical

Approximate Distinct Count 310
Approximate Unique (%) 0.9%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 8.8698
Minimum 0
Maximum 36.2
Zeros 79
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. windspeed is skewed right (γ1 = 1.0152)

Quantile Statistics

Minimum 0
5-th Percentile 2.7
Q1 5.7
Median 8.3
Q3 11.2
95-th Percentile 18
Maximum 36.2
Range 36.2
IQR 5.5

Descriptive Statistics

Mean 8.8698
Standard Deviation 4.6338
Variance 21.472
Sum 297137.9001
Skewness 1.0152
Kurtosis 1.5532
Coefficient of Variation 0.5224
  • WEC: max. windspeed is not normally distributed (p-value 0.007569902882850489)
  • WEC: max. windspeed has 1103 outliers

WEC: min. windspeed

numerical

Approximate Distinct Count 165
Approximate Unique (%) 0.5%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 14.1672
Minimum 0
Maximum 6553.5
Zeros 851
Zeros (%) 2.5%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. windspeed is skewed right (γ1 = 25.8226)

Quantile Statistics

Minimum 0
5-th Percentile 0.8
Q1 2.5
Median 4.1
Q3 5.9
95-th Percentile 9
Maximum 6553.5
Range 6553.5
IQR 3.4

Descriptive Statistics

Mean 14.1672
Standard Deviation 252.8413
Variance 63928.7358
Sum 474601.2999
Skewness 25.8226
Kurtosis 664.8711
Coefficient of Variation 17.8469
  • WEC: min. windspeed is not normally distributed (p-value 4.227035837450777e-25)
  • WEC: min. windspeed has 403 outliers

WEC: ava. Rotation

numerical

Approximate Distinct Count 1353
Approximate Unique (%) 4.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 8.339
Minimum 0
Maximum 14.72
Zeros 2496
Zeros (%) 7.3%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Rotation is skewed left (γ1 = -0.5394)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 6.22
Median 8.6
Q3 11.17
95-th Percentile 14.18
Maximum 14.72
Range 14.72
IQR 4.95

Descriptive Statistics

Mean 8.339
Standard Deviation 3.9882
Variance 15.9056
Sum 279356.8698
Skewness -0.5394
Kurtosis -0.2385
Coefficient of Variation 0.4783
  • WEC: ava. Rotation is not normally distributed (p-value 1.0523826493801643e-09)

WEC: max. Rotation

numerical

Approximate Distinct Count 1425
Approximate Unique (%) 4.3%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 9.1945
Minimum 0
Maximum 16.36
Zeros 1333
Zeros (%) 3.9%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. Rotation is skewed left (γ1 = -0.5854)

Quantile Statistics

Minimum 0
5-th Percentile 0.03
Q1 6.63
Median 9.69
Q3 12.7225
95-th Percentile 15
Maximum 16.36
Range 16.36
IQR 6.0925

Descriptive Statistics

Mean 9.1945
Standard Deviation 4.3384
Variance 18.822
Sum 308015.24
Skewness -0.5854
Kurtosis -0.3241
Coefficient of Variation 0.4719
  • WEC: max. Rotation is not normally distributed (p-value 6.274584366692293e-07)

WEC: min. Rotation

numerical

Approximate Distinct Count 1328
Approximate Unique (%) 4.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 8.4114
Minimum 0
Maximum 655.35
Zeros 3615
Zeros (%) 10.6%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. Rotation is skewed right (γ1 = 25.0182)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 5.77
Median 7.57
Q3 9.91
95-th Percentile 13.45
Maximum 655.35
Range 655.35
IQR 4.14

Descriptive Statistics

Mean 8.4114
Standard Deviation 25.2777
Variance 638.9602
Sum 281782.0188
Skewness 25.0182
Kurtosis 637.408
Coefficient of Variation 3.0052
  • WEC: min. Rotation is not normally distributed (p-value 5.827510286391992e-25)
  • WEC: min. Rotation has 50 outliers

WEC: ava. Power

numerical

Approximate Distinct Count 3022
Approximate Unique (%) 9.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 837.0857
Minimum 0
Maximum 3071
Zeros 4522
Zeros (%) 13.3%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Power is skewed right (γ1 = 1.1312)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 75
Median 460
Q3 1277.25
95-th Percentile 3015
Maximum 3071
Range 3071
IQR 1202.25

Descriptive Statistics

Mean 837.0857
Standard Deviation 941.6348
Variance 886676.1121
Sum 2.8042e+07
Skewness 1.1312
Kurtosis 0.05749
Coefficient of Variation 1.1249
  • WEC: ava. Power is not normally distributed (p-value 1.9189956801193883e-21)

WEC: max. Power

numerical

Approximate Distinct Count 3143
Approximate Unique (%) 9.4%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 1101.7147
Minimum 0
Maximum 3216
Zeros 4277
Zeros (%) 12.6%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. Power is skewed right (γ1 = 0.7563)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 122
Median 665
Q3 1930.25
95-th Percentile 3145.05
Maximum 3216
Range 3216
IQR 1808.25

Descriptive Statistics

Mean 1101.7147
Standard Deviation 1114.8863
Variance 1.243e+06
Sum 3.6907e+07
Skewness 0.7563
Kurtosis -0.8974
Coefficient of Variation 1.012
  • WEC: max. Power is not normally distributed (p-value 1.9708887499227243e-19)

WEC: min. Power

numerical

Approximate Distinct Count 2823
Approximate Unique (%) 8.4%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 566.0155
Minimum 0
Maximum 3024
Zeros 6053
Zeros (%) 17.8%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. Power is skewed right (γ1 = 1.7343)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 29
Median 258
Q3 771
95-th Percentile 2461.05
Maximum 3024
Range 3024
IQR 742

Descriptive Statistics

Mean 566.0155
Standard Deviation 748.3754
Variance 560065.6793
Sum 1.8962e+07
Skewness 1.7343
Kurtosis 2.2942
Coefficient of Variation 1.3222
  • WEC: min. Power is not normally distributed (p-value 6.484197231453509e-22)
  • WEC: min. Power has 2890 outliers

WEC: ava. Nacel position including cable twisting

numerical

Approximate Distinct Count 1459
Approximate Unique (%) 4.4%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean -0.3036
Minimum -892
Maximum 749
Zeros 70
Zeros (%) 0.2%
Negatives 18296
Negatives (%) 53.7%
  • WEC: ava. Nacel position including cable twisting is skewed right (γ1 = 0.107)

Quantile Statistics

Minimum -892
5-th Percentile -448
Q1 -192
Median -37
Q3 226
95-th Percentile 548
Maximum 749
Range 1641
IQR 418

Descriptive Statistics

Mean -0.3036
Standard Deviation 296.3023
Variance 87795.0362
Sum -10169
Skewness 0.107
Kurtosis -0.355
Coefficient of Variation -976.1162
  • WEC: ava. Nacel position including cable twisting is not normally distributed (p-value 0.000800121204349714)
  • WEC: ava. Nacel position including cable twisting has 61 outliers

WEC: Operating Hours

numerical

Approximate Distinct Count 4919
Approximate Unique (%) 14.7%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 3192.3888
Minimum 0
Maximum 5856
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: Operating Hours is skewed right (γ1 = 0.0425)

Quantile Statistics

Minimum 0
5-th Percentile 881
Q1 1872
Median 3205
Q3 4486
95-th Percentile 5568
Maximum 5856
Range 5856
IQR 2614

Descriptive Statistics

Mean 3192.3888
Standard Deviation 1502.6487
Variance 2.258e+06
Sum 1.0695e+08
Skewness 0.0425
Kurtosis -1.2138
Coefficient of Variation 0.4707
  • WEC: Operating Hours is not normally distributed (p-value 6.39248679793462e-07)

WEC: Production kWh

numerical

Approximate Distinct Count 28432
Approximate Unique (%) 84.9%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 2.781e+06
Minimum 0
Maximum 5.7627e+06
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: Production kWh is skewed right (γ1 = 0.4642)

Quantile Statistics

Minimum 0
5-th Percentile 939053
Q1 1.5748e+06
Median 2.6508e+06
Q3 3.933e+06
95-th Percentile 5.2929e+06
Maximum 5.7627e+06
Range 5.7627e+06
IQR 2.3582e+06

Descriptive Statistics

Mean 2.781e+06
Standard Deviation 1.3932e+06
Variance 1.9411e+12
Sum 9.3163e+10
Skewness 0.4642
Kurtosis -0.9593
Coefficient of Variation 0.501
  • WEC: Production kWh is not normally distributed (p-value 1.2930859937188555e-06)

WEC: Production minutes

numerical

Approximate Distinct Count 60
Approximate Unique (%) 0.2%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 28.4483
Minimum 0
Maximum 59
Zeros 600
Zeros (%) 1.8%
Negatives 0
Negatives (%) 0.0%
  • WEC: Production minutes is skewed right (γ1 = 0.0705)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 12
Median 28
Q3 44
95-th Percentile 57
Maximum 59
Range 59
IQR 32

Descriptive Statistics

Mean 28.4483
Standard Deviation 17.7867
Variance 316.3682
Sum 953018
Skewness 0.07045
Kurtosis -1.2748
Coefficient of Variation 0.6252
  • WEC: Production minutes is not normally distributed (p-value 3.5759717297377803e-16)

WEC: ava. reactive Power

numerical

Approximate Distinct Count 341
Approximate Unique (%) 1.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 67.4025
Minimum -8
Maximum 425
Zeros 4310
Zeros (%) 12.7%
Negatives 512
Negatives (%) 1.5%
  • WEC: ava. reactive Power is skewed right (γ1 = 1.7202)

Quantile Statistics

Minimum -8
5-th Percentile 0
Q1 24
Median 45
Q3 78
95-th Percentile 257
Maximum 425
Range 433
IQR 54

Descriptive Statistics

Mean 67.4025
Standard Deviation 72.3841
Variance 5239.4563
Sum 2.258e+06
Skewness 1.7202
Kurtosis 2.3853
Coefficient of Variation 1.0739
  • WEC: ava. reactive Power is not normally distributed (p-value 5.8142118459798e-13)
  • WEC: ava. reactive Power has 4030 outliers

WEC: max. reactive Power

numerical

Approximate Distinct Count 508
Approximate Unique (%) 1.5%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 87.149
Minimum -6
Maximum 1145
Zeros 4188
Zeros (%) 12.3%
Negatives 137
Negatives (%) 0.4%
  • WEC: max. reactive Power is skewed right (γ1 = 3.9635)

Quantile Statistics

Minimum -6
5-th Percentile 0
Q1 31
Median 52
Q3 101
95-th Percentile 287
Maximum 1145
Range 1151
IQR 70

Descriptive Statistics

Mean 87.149
Standard Deviation 106.9577
Variance 11439.9523
Sum 2.9195e+06
Skewness 3.9635
Kurtosis 27.7019
Coefficient of Variation 1.2273
  • WEC: max. reactive Power is not normally distributed (p-value 2.0956662567288362e-16)
  • WEC: max. reactive Power has 4129 outliers

WEC: min. reactive Power

numerical

Approximate Distinct Count 349
Approximate Unique (%) 1.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 52.8271
Minimum -129
Maximum 390
Zeros 5194
Zeros (%) 15.2%
Negatives 1308
Negatives (%) 3.8%
  • WEC: min. reactive Power is skewed right (γ1 = 2.1102)

Quantile Statistics

Minimum -129
5-th Percentile 0
Q1 11
Median 40
Q3 60
95-th Percentile 204
Maximum 390
Range 519
IQR 49

Descriptive Statistics

Mean 52.8271
Standard Deviation 60.987
Variance 3719.4202
Sum 1.7697e+06
Skewness 2.1102
Kurtosis 4.679
Coefficient of Variation 1.1545
  • WEC: min. reactive Power is not normally distributed (p-value 1.569041437854489e-12)
  • WEC: min. reactive Power has 3230 outliers

WEC: ava. available P from wind

numerical

Approximate Distinct Count 3027
Approximate Unique (%) 9.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 936.6588
Minimum 0
Maximum 3070
Zeros 1740
Zeros (%) 5.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. available P from wind is skewed right (γ1 = 1.0212)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 150
Median 561
Q3 1443
95-th Percentile 3054
Maximum 3070
Range 3070
IQR 1293

Descriptive Statistics

Mean 936.6588
Standard Deviation 971.0526
Variance 942943.1266
Sum 3.1378e+07
Skewness 1.0212
Kurtosis -0.2273
Coefficient of Variation 1.0367
  • WEC: ava. available P from wind is not normally distributed (p-value 1.1577952147857624e-16)

WEC: ava. available P technical reasons

numerical

Approximate Distinct Count 3030
Approximate Unique (%) 9.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 926.0008
Minimum 0
Maximum 3070
Zeros 1999
Zeros (%) 5.9%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. available P technical reasons is skewed right (γ1 = 1.0139)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 142
Median 555.5
Q3 1436
95-th Percentile 3043
Maximum 3070
Range 3070
IQR 1294

Descriptive Statistics

Mean 926.0008
Standard Deviation 961.2736
Variance 924046.8459
Sum 3.1021e+07
Skewness 1.0139
Kurtosis -0.2304
Coefficient of Variation 1.0381
  • WEC: ava. available P technical reasons is not normally distributed (p-value 1.1055400290074344e-17)

WEC: ava. Available P force majeure reasons

numerical

Approximate Distinct Count 3005
Approximate Unique (%) 9.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 855.5729
Minimum 0
Maximum 3070
Zeros 4158
Zeros (%) 12.2%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Available P force majeure reasons is skewed right (γ1 = 1.1404)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 83
Median 469
Q3 1290
95-th Percentile 3051
Maximum 3070
Range 3070
IQR 1207

Descriptive Statistics

Mean 855.5729
Standard Deviation 962.6438
Variance 926683.1389
Sum 2.8662e+07
Skewness 1.1404
Kurtosis 0.05144
Coefficient of Variation 1.1251
  • WEC: ava. Available P force majeure reasons is not normally distributed (p-value 1.1277950421556678e-20)

WEC: ava. Available P force external reasons

numerical

Approximate Distinct Count 3022
Approximate Unique (%) 9.0%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 928.5069
Minimum 0
Maximum 3070
Zeros 1740
Zeros (%) 5.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Available P force external reasons is skewed right (γ1 = 1.0167)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 150
Median 561
Q3 1436
95-th Percentile 3050
Maximum 3070
Range 3070
IQR 1286

Descriptive Statistics

Mean 928.5069
Standard Deviation 957.8123
Variance 917404.4233
Sum 3.1105e+07
Skewness 1.0167
Kurtosis -0.2125
Coefficient of Variation 1.0316
  • WEC: ava. Available P force external reasons is not normally distributed (p-value 6.488638021410548e-17)

WEC: ava. blade angle A

numerical

Approximate Distinct Count 1854
Approximate Unique (%) 5.5%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 10.5005
Minimum 0
Maximum 101.61
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. blade angle A is skewed right (γ1 = 2.6375)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 1
Median 1
Q3 1
95-th Percentile 91.93
Maximum 101.61
Range 101.61
IQR 0

Descriptive Statistics

Mean 10.5005
Standard Deviation 25.6812
Variance 659.5241
Sum 351767.0509
Skewness 2.6375
Kurtosis 5.2588
Coefficient of Variation 2.4457
  • WEC: ava. blade angle A is not normally distributed (p-value 7.416793190876218e-25)
  • WEC: ava. blade angle A has 7715 outliers

Sys 1 inverter 1 cabinet temp.

numerical

Approximate Distinct Count 35
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 28.2549
Minimum -14
Maximum 42
Zeros 29
Zeros (%) 0.1%
Negatives 85
Negatives (%) 0.2%
  • Sys 1 inverter 1 cabinet temp. is skewed left (γ1 = -1.5326)

Quantile Statistics

Minimum -14
5-th Percentile 20.95
Q1 25
Median 29
Q3 31
95-th Percentile 36
Maximum 42
Range 56
IQR 6

Descriptive Statistics

Mean 28.2549
Standard Deviation 5.1577
Variance 26.6015
Sum 946539
Skewness -1.5326
Kurtosis 11.1616
Coefficient of Variation 0.1825
  • Sys 1 inverter 1 cabinet temp. is not normally distributed (p-value 5.934613275302496e-05)
  • Sys 1 inverter 1 cabinet temp. has 347 outliers

Sys 1 inverter 2 cabinet temp.

numerical

Approximate Distinct Count 36
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 29.2571
Minimum -14
Maximum 45
Zeros 29
Zeros (%) 0.1%
Negatives 85
Negatives (%) 0.2%
  • Sys 1 inverter 2 cabinet temp. is skewed left (γ1 = -1.7699)

Quantile Statistics

Minimum -14
5-th Percentile 22
Q1 26
Median 29
Q3 33
95-th Percentile 36
Maximum 45
Range 59
IQR 7

Descriptive Statistics

Mean 29.2571
Standard Deviation 5.0819
Variance 25.826
Sum 980113
Skewness -1.7699
Kurtosis 13.0268
Coefficient of Variation 0.1737
  • Sys 1 inverter 2 cabinet temp. is not normally distributed (p-value 1.0014347079958522e-08)
  • Sys 1 inverter 2 cabinet temp. has 144 outliers

Sys 1 inverter 3 cabinet temp.

numerical

Approximate Distinct Count 33
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 28.6339
Minimum 0
Maximum 43
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 3 cabinet temp. is skewed left (γ1 = -0.304)

Quantile Statistics

Minimum 0
5-th Percentile 21
Q1 26
Median 29
Q3 32
95-th Percentile 36
Maximum 43
Range 43
IQR 6

Descriptive Statistics

Mean 28.6339
Standard Deviation 4.4945
Variance 20.2001
Sum 959237
Skewness -0.304
Kurtosis 1.1042
Coefficient of Variation 0.157
  • Sys 1 inverter 3 cabinet temp. is not normally distributed (p-value 0.0030437349992440475)
  • Sys 1 inverter 3 cabinet temp. has 164 outliers

Sys 1 inverter 4 cabinet temp.

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 28.9944
Minimum 0
Maximum 41
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 4 cabinet temp. is skewed left (γ1 = -0.4247)

Quantile Statistics

Minimum 0
5-th Percentile 22
Q1 26
Median 29
Q3 32
95-th Percentile 36
Maximum 41
Range 41
IQR 6

Descriptive Statistics

Mean 28.9944
Standard Deviation 4.4472
Variance 19.778
Sum 971313
Skewness -0.4247
Kurtosis 0.9348
Coefficient of Variation 0.1534
  • Sys 1 inverter 4 cabinet temp. is not normally distributed (p-value 0.006470260727590764)
  • Sys 1 inverter 4 cabinet temp. has 81 outliers

Sys 1 inverter 5 cabinet temp.

numerical

Approximate Distinct Count 36
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 30.2554
Minimum -14
Maximum 45
Zeros 29
Zeros (%) 0.1%
Negatives 108
Negatives (%) 0.3%
  • Sys 1 inverter 5 cabinet temp. is skewed left (γ1 = -2.3346)

Quantile Statistics

Minimum -14
5-th Percentile 23
Q1 27
Median 31
Q3 34
95-th Percentile 37
Maximum 45
Range 59
IQR 7

Descriptive Statistics

Mean 30.2554
Standard Deviation 5.1245
Variance 26.2601
Sum 1.0136e+06
Skewness -2.3346
Kurtosis 17.3945
Coefficient of Variation 0.1694
  • Sys 1 inverter 5 cabinet temp. is not normally distributed (p-value 3.1859708626272555e-09)
  • Sys 1 inverter 5 cabinet temp. has 149 outliers

Sys 1 inverter 6 cabinet temp.

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 29.3173
Minimum -14
Maximum 41
Zeros 29
Zeros (%) 0.1%
Negatives 110
Negatives (%) 0.3%
  • Sys 1 inverter 6 cabinet temp. is skewed left (γ1 = -2.257)

Quantile Statistics

Minimum -14
5-th Percentile 22
Q1 26
Median 30
Q3 33
95-th Percentile 36
Maximum 41
Range 55
IQR 7

Descriptive Statistics

Mean 29.3173
Standard Deviation 5.096
Variance 25.9692
Sum 982130
Skewness -2.257
Kurtosis 16.4162
Coefficient of Variation 0.1738
  • Sys 1 inverter 6 cabinet temp. is not normally distributed (p-value 1.5654473529267697e-09)
  • Sys 1 inverter 6 cabinet temp. has 142 outliers

Sys 1 inverter 7 cabinet temp.

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 29.3733
Minimum 0
Maximum 41
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Sys 1 inverter 7 cabinet temp. is skewed left (γ1 = -0.5136)

Quantile Statistics

Minimum 0
5-th Percentile 22
Q1 26
Median 30
Q3 33
95-th Percentile 36
Maximum 41
Range 41
IQR 7

Descriptive Statistics

Mean 29.3733
Standard Deviation 4.3603
Variance 19.0121
Sum 984004
Skewness -0.5136
Kurtosis 1.2697
Coefficient of Variation 0.1484
  • Sys 1 inverter 7 cabinet temp. is not normally distributed (p-value 0.002090608588037416)
  • Sys 1 inverter 7 cabinet temp. has 44 outliers

Sys 2 inverter 1 cabinet temp.

numerical

Approximate Distinct Count 34
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 30.8805
Minimum 0
Maximum 45
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 1 cabinet temp. is skewed left (γ1 = -0.6168)

Quantile Statistics

Minimum 0
5-th Percentile 24
Q1 28
Median 31
Q3 34
95-th Percentile 37
Maximum 45
Range 45
IQR 6

Descriptive Statistics

Mean 30.8805
Standard Deviation 4.32
Variance 18.662
Sum 1.0345e+06
Skewness -0.6168
Kurtosis 1.6129
Coefficient of Variation 0.1399
  • Sys 2 inverter 1 cabinet temp. is not normally distributed (p-value 0.0008254058830762515)
  • Sys 2 inverter 1 cabinet temp. has 72 outliers

Sys 2 inverter 2 cabinet temp.

numerical

Approximate Distinct Count 35
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 30.5852
Minimum 0
Maximum 46
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 2 cabinet temp. is skewed left (γ1 = -0.6259)

Quantile Statistics

Minimum 0
5-th Percentile 23
Q1 28
Median 31
Q3 34
95-th Percentile 37
Maximum 46
Range 46
IQR 6

Descriptive Statistics

Mean 30.5852
Standard Deviation 4.3206
Variance 18.6674
Sum 1.0246e+06
Skewness -0.6259
Kurtosis 1.6708
Coefficient of Variation 0.1413
  • Sys 2 inverter 2 cabinet temp. is not normally distributed (p-value 0.0010674696800497922)
  • Sys 2 inverter 2 cabinet temp. has 106 outliers

Sys 2 inverter 3 cabinet temp.

numerical

Approximate Distinct Count 32
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 29.6419
Minimum 0
Maximum 42
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 3 cabinet temp. is skewed left (γ1 = -0.4721)

Quantile Statistics

Minimum 0
5-th Percentile 22
Q1 26
Median 30
Q3 33
95-th Percentile 36
Maximum 42
Range 42
IQR 7

Descriptive Statistics

Mean 29.6419
Standard Deviation 4.6405
Variance 21.5342
Sum 993002
Skewness -0.4721
Kurtosis 0.7019
Coefficient of Variation 0.1566
  • Sys 2 inverter 3 cabinet temp. is not normally distributed (p-value 0.007780613246616074)
  • Sys 2 inverter 3 cabinet temp. has 36 outliers

Sys 2 inverter 4 cabinet temp.

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 29.2151
Minimum 0
Maximum 41
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Sys 2 inverter 4 cabinet temp. is skewed left (γ1 = -0.523)

Quantile Statistics

Minimum 0
5-th Percentile 21.95
Q1 26
Median 30
Q3 33
95-th Percentile 36
Maximum 41
Range 41
IQR 7

Descriptive Statistics

Mean 29.2151
Standard Deviation 4.5756
Variance 20.9365
Sum 978705
Skewness -0.523
Kurtosis 0.7129
Coefficient of Variation 0.1566
  • Sys 2 inverter 4 cabinet temp. is not normally distributed (p-value 0.0036796606662852617)
  • Sys 2 inverter 4 cabinet temp. has 44 outliers

Sys 2 inverter 5 cabinet temp.

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 553
Missing (%) 1.6%
Memory Size 2344942
  • The largest value (-14.0) is over 1154.17 times larger than the second largest value (0.0)

Length

Mean 4.9983
Standard Deviation 0.05882
Median 5
Minimum 3
Maximum 5

Sample

1st row -14.0
2nd row -14.0
3rd row -14.0
4th row -14.0
5th row -14.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 33471
Decimal Number 100471
  • The top 2 categories (-14.0, 0.0) take over 50.0%
  • The largest value (140) is over 1154.17 times larger than the second largest value (00)

Sys 2 inverter 6 cabinet temp.

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 553
Missing (%) 1.6%
Memory Size 2278000

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 67000
  • Sys 2 inverter 6 cabinet temp. has words of constant length

Sys 2 inverter 7 cabinet temp.

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 553
Missing (%) 1.6%
Memory Size 2344942
  • The largest value (-50.0) is over 1154.17 times larger than the second largest value (0.0)

Length

Mean 4.9983
Standard Deviation 0.05882
Median 5
Minimum 3
Maximum 5

Sample

1st row -50.0
2nd row -50.0
3rd row -50.0
4th row -50.0
5th row -50.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 33471
Decimal Number 100471
  • The top 2 categories (-50.0, 0.0) take over 50.0%
  • The largest value (500) is over 1154.17 times larger than the second largest value (00)

Spinner temp.

numerical

Approximate Distinct Count 32
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 19.7402
Minimum 0
Maximum 38
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Spinner temp. is skewed right (γ1 = 0.1444)

Quantile Statistics

Minimum 0
5-th Percentile 12
Q1 16
Median 20
Q3 23
95-th Percentile 28
Maximum 38
Range 38
IQR 7

Descriptive Statistics

Mean 19.7402
Standard Deviation 4.8415
Variance 23.4397
Sum 661296
Skewness 0.1444
Kurtosis 0.02431
Coefficient of Variation 0.2453
  • Spinner temp. is not normally distributed (p-value 0.006967065708345222)
  • Spinner temp. has 190 outliers

Front bearing temp.

numerical

Approximate Distinct Count 26
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 23.5748
Minimum 0
Maximum 35
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Front bearing temp. is skewed left (γ1 = -0.861)

Quantile Statistics

Minimum 0
5-th Percentile 13
Q1 21
Median 25
Q3 27
95-th Percentile 30
Maximum 35
Range 35
IQR 6

Descriptive Statistics

Mean 23.5748
Standard Deviation 4.5937
Variance 21.1018
Sum 789756
Skewness -0.861
Kurtosis 0.8527
Coefficient of Variation 0.1949
  • Front bearing temp. is not normally distributed (p-value 5.613523146570422e-06)
  • Front bearing temp. has 470 outliers

Rear bearing temp.

numerical

Approximate Distinct Count 35
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 28.4105
Minimum 0
Maximum 43
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Rear bearing temp. is skewed left (γ1 = -1.791)

Quantile Statistics

Minimum 0
5-th Percentile 13
Q1 26
Median 30
Q3 32
95-th Percentile 34
Maximum 43
Range 43
IQR 6

Descriptive Statistics

Mean 28.4105
Standard Deviation 5.1287
Variance 26.3039
Sum 951751
Skewness -1.791
Kurtosis 3.961
Coefficient of Variation 0.1805
  • Rear bearing temp. is not normally distributed (p-value 2.8161331375092462e-06)
  • Rear bearing temp. has 1898 outliers

Pitch cabinet blade A temp.

numerical

Approximate Distinct Count 36
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 35.6021
Minimum 0
Maximum 53
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade A temp. is skewed left (γ1 = -0.1332)

Quantile Statistics

Minimum 0
5-th Percentile 27
Q1 32
Median 36
Q3 39
95-th Percentile 44
Maximum 53
Range 53
IQR 7

Descriptive Statistics

Mean 35.6021
Standard Deviation 5.2046
Variance 27.088
Sum 1.1927e+06
Skewness -0.1332
Kurtosis 1.412
Coefficient of Variation 0.1462
  • Pitch cabinet blade A temp. is not normally distributed (p-value 1.0233531254050963e-08)
  • Pitch cabinet blade A temp. has 157 outliers

Pitch cabinet blade B temp.

numerical

Approximate Distinct Count 34
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 35.5806
Minimum 0
Maximum 52
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade B temp. is skewed left (γ1 = -0.1569)

Quantile Statistics

Minimum 0
5-th Percentile 27
Q1 32
Median 36
Q3 39
95-th Percentile 44
Maximum 52
Range 52
IQR 7

Descriptive Statistics

Mean 35.5806
Standard Deviation 5.1458
Variance 26.4796
Sum 1.192e+06
Skewness -0.1569
Kurtosis 1.5932
Coefficient of Variation 0.1446
  • Pitch cabinet blade B temp. is not normally distributed (p-value 0.009633914790988159)
  • Pitch cabinet blade B temp. has 172 outliers

Pitch cabinet blade C temp.

numerical

Approximate Distinct Count 35
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 34.8787
Minimum 0
Maximum 51
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade C temp. is skewed left (γ1 = -0.1185)

Quantile Statistics

Minimum 0
5-th Percentile 27
Q1 32
Median 35
Q3 38
95-th Percentile 43
Maximum 51
Range 51
IQR 6

Descriptive Statistics

Mean 34.8787
Standard Deviation 4.9394
Variance 24.3978
Sum 1.1684e+06
Skewness -0.1185
Kurtosis 1.8662
Coefficient of Variation 0.1416
  • Pitch cabinet blade C temp. is not normally distributed (p-value 0.0033750877536704808)
  • Pitch cabinet blade C temp. has 315 outliers

Blade A temp.

categorical

Approximate Distinct Count 7
Approximate Unique (%) 0.0%
Missing 553
Missing (%) 1.6%
Memory Size 2344942
  • The largest value (166.0) is over 2.11 times larger than the second largest value (165.0)

Length

Mean 4.9983
Standard Deviation 0.05882
Median 5
Minimum 3
Maximum 5

Sample

1st row 166.0
2nd row 167.0
3rd row 167.0
4th row 166.0
5th row 166.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 133942
  • The top 2 categories (166.0, 165.0) take over 50.0%
  • The largest value (1660) is over 2.11 times larger than the second largest value (1650)

Blade B temp.

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.0%
Missing 553
Missing (%) 1.6%
Memory Size 2344942
  • The largest value (165.0) is over 1.51 times larger than the second largest value (166.0)

Length

Mean 4.9983
Standard Deviation 0.05882
Median 5
Minimum 3
Maximum 5

Sample

1st row 166.0
2nd row 166.0
3rd row 166.0
4th row 166.0
5th row 166.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 133942
  • The top 2 categories (165.0, 166.0) take over 50.0%
  • The largest value (1650) is over 1.51 times larger than the second largest value (1660)

Blade C temp.

categorical

Approximate Distinct Count 6
Approximate Unique (%) 0.0%
Missing 553
Missing (%) 1.6%
Memory Size 2344942
  • The largest value (166.0) is over 4.78 times larger than the second largest value (167.0)

Length

Mean 4.9983
Standard Deviation 0.05882
Median 5
Minimum 3
Maximum 5

Sample

1st row 166.0
2nd row 166.0
3rd row 166.0
4th row 166.0
5th row 166.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 133942
  • The top 2 categories (166.0, 167.0) take over 50.0%
  • The largest value (1660) is over 4.78 times larger than the second largest value (1670)

Rotor temp. 1

numerical

Approximate Distinct Count 113
Approximate Unique (%) 0.3%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 51.9535
Minimum 0
Maximum 125
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Rotor temp. 1 is skewed right (γ1 = 1.3696)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 42
Median 48
Q3 54
95-th Percentile 106
Maximum 125
Range 125
IQR 12

Descriptive Statistics

Mean 51.9535
Standard Deviation 21.726
Variance 472.0197
Sum 1.7404e+06
Skewness 1.3696
Kurtosis 2.4351
Coefficient of Variation 0.4182
  • Rotor temp. 1 is not normally distributed (p-value 9.802776005879393e-11)
  • Rotor temp. 1 has 6307 outliers

Rotor temp. 2

numerical

Approximate Distinct Count 113
Approximate Unique (%) 0.3%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 52.1061
Minimum 0
Maximum 126
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Rotor temp. 2 is skewed right (γ1 = 1.3503)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 43
Median 48
Q3 55
95-th Percentile 105
Maximum 126
Range 126
IQR 12

Descriptive Statistics

Mean 52.1061
Standard Deviation 21.5126
Variance 462.7937
Sum 1.7456e+06
Skewness 1.3503
Kurtosis 2.3996
Coefficient of Variation 0.4129
  • Rotor temp. 2 is not normally distributed (p-value 1.1006368363849901e-10)
  • Rotor temp. 2 has 6262 outliers

Stator temp. 1

numerical

Approximate Distinct Count 107
Approximate Unique (%) 0.3%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 60.1007
Minimum 0
Maximum 119
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Stator temp. 1 is skewed right (γ1 = 0.1766)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 45
Median 61
Q3 71
95-th Percentile 105
Maximum 119
Range 119
IQR 26

Descriptive Statistics

Mean 60.1007
Standard Deviation 22.9547
Variance 526.9202
Sum 2.0134e+06
Skewness 0.1766
Kurtosis -0.02997
Coefficient of Variation 0.3819
  • Stator temp. 1 is not normally distributed (p-value 3.59685199193838e-07)
  • Stator temp. 1 has 796 outliers

Stator temp. 2

numerical

Approximate Distinct Count 106
Approximate Unique (%) 0.3%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 59.5822
Minimum 0
Maximum 117
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Stator temp. 2 is skewed right (γ1 = 0.1595)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 44
Median 61
Q3 71
95-th Percentile 103
Maximum 117
Range 117
IQR 27

Descriptive Statistics

Mean 59.5822
Standard Deviation 22.709
Variance 515.6965
Sum 1.996e+06
Skewness 0.1595
Kurtosis -0.03054
Coefficient of Variation 0.3811
  • Stator temp. 2 is not normally distributed (p-value 4.729418290468259e-08)
  • Stator temp. 2 has 625 outliers

Nacelle ambient temp. 1

numerical

Approximate Distinct Count 28
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 14.3967
Minimum 0
Maximum 28
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Nacelle ambient temp. 1 is skewed left (γ1 = -0.1902)

Quantile Statistics

Minimum 0
5-th Percentile 7.95
Q1 12
Median 15
Q3 17
95-th Percentile 20
Maximum 28
Range 28
IQR 5

Descriptive Statistics

Mean 14.3967
Standard Deviation 3.999
Variance 15.9919
Sum 482288
Skewness -0.1902
Kurtosis -0.1256
Coefficient of Variation 0.2778
  • Nacelle ambient temp. 1 is not normally distributed (p-value 0.0006911237482205337)
  • Nacelle ambient temp. 1 has 430 outliers

Nacelle ambient temp. 2

numerical

Approximate Distinct Count 28
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 14.3207
Minimum 0
Maximum 28
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Nacelle ambient temp. 2 is skewed left (γ1 = -0.1835)

Quantile Statistics

Minimum 0
5-th Percentile 7
Q1 11
Median 15
Q3 17
95-th Percentile 20
Maximum 28
Range 28
IQR 6

Descriptive Statistics

Mean 14.3207
Standard Deviation 3.9942
Variance 15.9534
Sum 479742
Skewness -0.1835
Kurtosis -0.1184
Coefficient of Variation 0.2789
  • Nacelle ambient temp. 2 is not normally distributed (p-value 0.0005539910719338036)
  • Nacelle ambient temp. 2 has 50 outliers

Nacelle temp.

numerical

Approximate Distinct Count 29
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 18.1653
Minimum 0
Maximum 33
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Nacelle temp. is skewed left (γ1 = -0.0785)

Quantile Statistics

Minimum 0
5-th Percentile 11
Q1 15
Median 18
Q3 21
95-th Percentile 25
Maximum 33
Range 33
IQR 6

Descriptive Statistics

Mean 18.1653
Standard Deviation 4.3243
Variance 18.6996
Sum 608539
Skewness -0.07853
Kurtosis -0.1103
Coefficient of Variation 0.2381
  • Nacelle temp. is not normally distributed (p-value 0.00282881465272308)
  • Nacelle temp. has 105 outliers

Nacelle cabinet temp.

numerical

Approximate Distinct Count 29
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 21.8204
Minimum 0
Maximum 36
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Nacelle cabinet temp. is skewed left (γ1 = -0.146)

Quantile Statistics

Minimum 0
5-th Percentile 14
Q1 19
Median 22
Q3 25
95-th Percentile 29
Maximum 36
Range 36
IQR 6

Descriptive Statistics

Mean 21.8204
Standard Deviation 4.4557
Variance 19.8533
Sum 730983
Skewness -0.146
Kurtosis 0.07691
Coefficient of Variation 0.2042
  • Nacelle cabinet temp. is not normally distributed (p-value 0.003880439563807028)
  • Nacelle cabinet temp. has 97 outliers

Main carrier temp.

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 18.2399
Minimum 0
Maximum 29
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Main carrier temp. is skewed left (γ1 = -0.3949)

Quantile Statistics

Minimum 0
5-th Percentile 11
Q1 15
Median 19
Q3 21
95-th Percentile 24
Maximum 29
Range 29
IQR 6

Descriptive Statistics

Mean 18.2399
Standard Deviation 4.0913
Variance 16.7388
Sum 611036
Skewness -0.3949
Kurtosis -0.2297
Coefficient of Variation 0.2243
  • Main carrier temp. is not normally distributed (p-value 0.00016160256682703282)
  • Main carrier temp. has 29 outliers

Rectifier cabinet temp.

numerical

Approximate Distinct Count 36
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 31.9304
Minimum 0
Maximum 49
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Rectifier cabinet temp. is skewed left (γ1 = -0.0899)

Quantile Statistics

Minimum 0
5-th Percentile 24
Q1 28
Median 32
Q3 36
95-th Percentile 40
Maximum 49
Range 49
IQR 8

Descriptive Statistics

Mean 31.9304
Standard Deviation 5.1944
Variance 26.9817
Sum 1.0697e+06
Skewness -0.08992
Kurtosis 0.7384
Coefficient of Variation 0.1627
  • Rectifier cabinet temp. has 34 outliers

Yaw inverter cabinet temp.

numerical

Approximate Distinct Count 26
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 26.0947
Minimum 0
Maximum 38
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Yaw inverter cabinet temp. is skewed left (γ1 = -0.3218)

Quantile Statistics

Minimum 0
5-th Percentile 19
Q1 23
Median 26
Q3 29
95-th Percentile 33
Maximum 38
Range 38
IQR 6

Descriptive Statistics

Mean 26.0947
Standard Deviation 4.2231
Variance 17.8346
Sum 874173
Skewness -0.3218
Kurtosis 0.6224
Coefficient of Variation 0.1618
  • Yaw inverter cabinet temp. is not normally distributed (p-value 0.0006372719555790976)
  • Yaw inverter cabinet temp. has 29 outliers

Fan inverter cabinet temp.

numerical

Approximate Distinct Count 30
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 30.686
Minimum 0
Maximum 44
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Fan inverter cabinet temp. is skewed left (γ1 = -0.3656)

Quantile Statistics

Minimum 0
5-th Percentile 23
Q1 27
Median 31
Q3 34
95-th Percentile 37
Maximum 44
Range 44
IQR 7

Descriptive Statistics

Mean 30.686
Standard Deviation 4.4438
Variance 19.7471
Sum 1.028e+06
Skewness -0.3656
Kurtosis 1.2647
Coefficient of Variation 0.1448
  • Fan inverter cabinet temp. is not normally distributed (p-value 0.0023755766307408267)
  • Fan inverter cabinet temp. has 30 outliers

Ambient temp.

numerical

Approximate Distinct Count 35
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 15.4671
Minimum 0
Maximum 35
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Ambient temp. is skewed left (γ1 = -0.182)

Quantile Statistics

Minimum 0
5-th Percentile 7
Q1 12
Median 16
Q3 19
95-th Percentile 22
Maximum 35
Range 35
IQR 7

Descriptive Statistics

Mean 15.4671
Standard Deviation 4.4868
Variance 20.1312
Sum 518148
Skewness -0.182
Kurtosis 0.02266
Coefficient of Variation 0.2901
  • Ambient temp. is not normally distributed (p-value 0.0019372239683911692)
  • Ambient temp. has 75 outliers

Tower temp.

numerical

Approximate Distinct Count 30
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 24.4982
Minimum 0
Maximum 36
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Tower temp. is skewed left (γ1 = -0.5169)

Quantile Statistics

Minimum 0
5-th Percentile 14
Q1 21
Median 25
Q3 29
95-th Percentile 33
Maximum 36
Range 36
IQR 8

Descriptive Statistics

Mean 24.4982
Standard Deviation 5.6815
Variance 32.2795
Sum 820690
Skewness -0.5169
Kurtosis -0.1351
Coefficient of Variation 0.2319
  • Tower temp. has 57 outliers

Control cabinet temp.

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.1%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 33.1624
Minimum 0
Maximum 45
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Control cabinet temp. is skewed left (γ1 = -0.6497)

Quantile Statistics

Minimum 0
5-th Percentile 23
Q1 30
Median 34
Q3 37
95-th Percentile 41
Maximum 45
Range 45
IQR 7

Descriptive Statistics

Mean 33.1624
Standard Deviation 5.4058
Variance 29.2225
Sum 1.1109e+06
Skewness -0.6497
Kurtosis 0.8085
Coefficient of Variation 0.163
  • Control cabinet temp. is not normally distributed (p-value 0.0010367808569083383)
  • Control cabinet temp. has 224 outliers

Transformer temp.

numerical

Approximate Distinct Count 52
Approximate Unique (%) 0.2%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 44.8405
Minimum 0
Maximum 71
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Transformer temp. is skewed right (γ1 = 0.9137)

Quantile Statistics

Minimum 0
5-th Percentile 33
Q1 40
Median 43
Q3 47
95-th Percentile 65
Maximum 71
Range 71
IQR 7

Descriptive Statistics

Mean 44.8405
Standard Deviation 8.8389
Variance 78.1257
Sum 1.5022e+06
Skewness 0.9137
Kurtosis 1.32
Coefficient of Variation 0.1971
  • Transformer temp. is not normally distributed (p-value 1.1940780236590447e-10)
  • Transformer temp. has 3790 outliers

RTU: ava. Setpoint 1

numerical

Approximate Distinct Count 291
Approximate Unique (%) 0.9%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 2964.036
Minimum 2501
Maximum 3050
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • RTU: ava. Setpoint 1 is skewed left (γ1 = -1.8962)

Quantile Statistics

Minimum 2501
5-th Percentile 2501
Q1 3050
Median 3050
Q3 3050
95-th Percentile 3050
Maximum 3050
Range 549
IQR 0

Descriptive Statistics

Mean 2964.036
Standard Deviation 197.7958
Variance 39123.1855
Sum 9.9295e+07
Skewness -1.8962
Kurtosis 1.619
Coefficient of Variation 0.06673
  • RTU: ava. Setpoint 1 is not normally distributed (p-value 2.1910212158332972e-24)
  • RTU: ava. Setpoint 1 has 5761 outliers

Inverter averages

numerical

Approximate Distinct Count 299
Approximate Unique (%) 0.9%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 29.4917
Minimum 0
Maximum 42.5455
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Inverter averages is skewed left (γ1 = -0.6497)

Quantile Statistics

Minimum 0
5-th Percentile 22.1818
Q1 26.7273
Median 30.0909
Q3 32.4545
95-th Percentile 35.4545
Maximum 42.5455
Range 42.5455
IQR 5.7273

Descriptive Statistics

Mean 29.4917
Standard Deviation 4.1968
Variance 17.6131
Sum 987972.4544
Skewness -0.6497
Kurtosis 1.8116
Coefficient of Variation 0.1423
  • Inverter averages is not normally distributed (p-value 0.0025028624667685004)
  • Inverter averages has 181 outliers

Inverter std dev

numerical

Approximate Distinct Count 978
Approximate Unique (%) 2.9%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 1.9165
Minimum 0
Maximum 23.5129
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Inverter std dev is skewed right (γ1 = 9.9031)

Quantile Statistics

Minimum 0
5-th Percentile 0.9045
Q1 1.206
Median 1.6181
Q3 2.5406
95-th Percentile 3.2697
Maximum 23.5129
Range 23.5129
IQR 1.3345

Descriptive Statistics

Mean 1.9165
Standard Deviation 1.3925
Variance 1.9389
Sum 64204.1133
Skewness 9.9031
Kurtosis 141.5183
Coefficient of Variation 0.7265
  • Inverter std dev is not normally distributed (p-value 4.4864150198558784e-14)
  • Inverter std dev has 112 outliers

Settlement Point Price

numerical

Approximate Distinct Count 2903
Approximate Unique (%) 8.7%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 36.0898
Minimum 5.01
Maximum 493.45
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Settlement Point Price is skewed right (γ1 = 9.9495)

Quantile Statistics

Minimum 5.01
5-th Percentile 21.38
Q1 26.48
Median 31.89
Q3 41.1
95-th Percentile 62.0005
Maximum 493.45
Range 488.44
IQR 14.62

Descriptive Statistics

Mean 36.0898
Standard Deviation 18.7971
Variance 353.3296
Sum 1.209e+06
Skewness 9.9495
Kurtosis 191.6371
Coefficient of Variation 0.5208
  • Settlement Point Price is not normally distributed (p-value 2.5355574642253052e-18)
  • Settlement Point Price has 1573 outliers

Revenue

numerical

Approximate Distinct Count 29262
Approximate Unique (%) 87.4%
Missing 553
Missing (%) 1.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 536000
Mean 94962.6494
Minimum 0
Maximum 2.0898e+06
Zeros 29
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Revenue is skewed right (γ1 = 9.419)

Quantile Statistics

Minimum 0
5-th Percentile 32915.6533
Q1 54932.9369
Median 86144.3448
Q3 122733.4031
95-th Percentile 182434.2645
Maximum 2.0898e+06
Range 2.0898e+06
IQR 67800.4662

Descriptive Statistics

Mean 94962.6494
Standard Deviation 65360.0384
Variance 4.2719e+09
Sum 3.1812e+09
Skewness 9.419
Kurtosis 217.7598
Coefficient of Variation 0.6883
  • Revenue is not normally distributed (p-value 7.924237032143512e-16)
  • Revenue has 703 outliers

Time_y

numerical

Approximate Distinct Count 446
Approximate Unique (%) 80.7%
Missing 33500
Missing (%) 98.4%
Infinite 0
Infinite (%) 0.0%
Memory Size 8848
Mean 1.4145e+09
Minimum 1.4001e+09
Maximum 1.4214e+09
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Time_y is skewed left (γ1 = -0.9007)

Quantile Statistics

Minimum 1.4001e+09
5-th Percentile 1.4025e+09
Q1 1.4128e+09
Median 1.4145e+09
Q3 1.418e+09
95-th Percentile 1.4207e+09
Maximum 1.4214e+09
Range 2.1289e+07
IQR 5.2753e+06

Descriptive Statistics

Mean 1.4145e+09
Standard Deviation 5.195e+06
Variance 2.6988e+13
Sum 7.8219e+11
Skewness -0.9007
Kurtosis 0.1943
Coefficient of Variation 0.003673
  • Time_y is not normally distributed (p-value 2.6148639243460433e-12)
  • Time_y has 42 outliers

Fault

categorical

Approximate Distinct Count 6
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 2281551
  • The largest value (NF) is over 131.89 times larger than the second largest value (FF)

Length

Mean 2
Standard Deviation 0
Median 2
Minimum 2
Maximum 2

Sample

1st row NF
2nd row NF
3rd row NF
4th row NF
5th row NF

Letter

Count 68106
Lowercase Letter 0
Space Separator 0
Uppercase Letter 68106
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (NF, FF) take over 50.0%
  • The largest value (nf) is over 131.89 times larger than the second largest value (ff)
  • Fault has words of constant length

Interactions

Correlations

Missing Values